{"id":919,"date":"2022-10-04T08:33:05","date_gmt":"2022-10-04T08:33:05","guid":{"rendered":"https:\/\/proxy-hub.com\/blog\/?p=919"},"modified":"2022-10-04T09:52:42","modified_gmt":"2022-10-04T09:52:42","slug":"how-to-scrape-ebay-listing-with-proxy-server-2022","status":"publish","type":"post","link":"https:\/\/proxy-hub.com\/blog\/how-to-scrape-ebay-listing-with-proxy-server-2022\/","title":{"rendered":"How to Scrape eBay Listing with Proxy server 2022"},"content":{"rendered":"\n<p>eBay is an online marketplace that enables users to buy and sell various goods and services. <a href=\"http:\/\/ebay.com\/\" rel=\"nofollow\">eBay <\/a>has been operating since 1995, and It is one of the first companies to offer online auctions.<\/p>\n\n\n\n<h2>What is the use of eBay listing data?<\/h2>\n\n\n\n<p>eBay is one of the largest online marketplaces in the US and EU regions. It has around 187 Million users worldwide and sold worth&nbsp;<a href=\"https:\/\/www.oberlo.com\/blog\/ebay-statistics\" target=\"_blank\" rel=\"noreferrer noopener\">$27.5 Billion dollars of items in 2021<\/a>.<\/p>\n\n\n\n<p>You can use the data of eBay listing to monitor the used market trends and price intelligence that can help you make your purchasing decision. There are many uses of this data for individuals to businesses.<\/p>\n\n\n\n<h3>Install the script and run the Python code:<\/h3>\n\n\n\n<p>1: Download the scraper code from our git project and put it inside the folder.<\/p>\n\n\n\n<p>Git URL:<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/proxy-hub-projects\/ebay-scraper-python\/\">GitHub &#8211; proxy-hub-projects\/ebay-scraper-python: It Scrape eBay organic Serach Results using python and proxies<\/a><\/p>\n\n\n\n<p>2: Run the command. It will install all the required dependencies for the scraper.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>pip3 install -r requirments.txt <\/strong><\/code><\/pre>\n\n\n\n<p>3: Now run the command:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>python3 scraper.py<\/strong><\/code><\/pre>\n\n\n\n<p>It asks you enter the product you want to search for. It prints the scraped data in the terminal in JSON format and outputs in the file named listing.json as well in the same folder.<\/p>\n\n\n\n<h2>How to scrape eBay listing data using Python with Proxies<\/h2>\n\n\n\n<p>You can use many ways to crawl the data from the organic results of eBay. Fetch use any paid scraper API is limited to the quota, which is an expensive option. <\/p>\n\n\n\n<p>Other way, Around is to use the private proxies to crawl the data from the eBay search results. <\/p>\n\n\n\n<p>This option I use <a href=\"https:\/\/proxy-hub.com\/buy-proxy\/\" target=\"_blank\" rel=\"noreferrer noopener\">private proxies<\/a> from Proxy-Hub.com and the fixed the cost of the proxy, and you can scrape tons of data without have to think about any specific limits. Without further delay, Let&#8217;s dive into the actual task.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>from bs4 import BeautifulSoup\nimport json\nimport cloudscraper\nimport os\n\n## Input from the user in the terminal\nproduct_serach = input('Enter Product name you want to get data==>>  ')\n\n## This will fetch the current path of this script that we will use to write the json file\ncurrent_path = os.path.dirname(os.path.realpath(__file__))\n#print(current_path)\n\n# Proxy list defined\nproxy = {\n    \"http\": \"http:\/\/USERNAME:PASSWORD@IP:PORT\",\n    \"https\": \"http:\/\/USERNAME:PASSWORD@IP:PORT\"}\n\n# Created the cloudscraper instance \nscraper = cloudscraper.create_scraper() \n\n# Testing and printing the proxy it use in this run\nproxy_test = scraper.get(\"http:\/\/ip.seeip.org\/jsonip?\",proxies=proxy).text\nprint(proxy_test)\n\n\n\n\ndef ebay_serach_result_pages_result():\n    ebay_listing_html = scraper.get(\"https:\/\/www.ebay.com\/sch\/i.html?_nkw=\"+str(product_serach),proxies=proxy).text\n    soup = BeautifulSoup(ebay_listing_html)\n   \n\n    data = &#91;]\n\n    for item in soup.select('.s-item__wrapper.clearfix'):\n        title = item.select_one('.s-item__title').text\n        link = item.select_one('.s-item__link')&#91;'href']\n\n        try:\n            condition = item.select_one('.SECONDARY_INFO').text\n        except:\n            condition = None\n\n        try:\n            shipping = item.select_one('.s-item__logisticsCost').text\n        except:\n            shipping = None\n\n        try:\n            location = item.select_one('.s-item__itemLocation').text\n        except:\n            location = None\n\n        try:\n            watchers_sold = item.select_one('.NEGATIVE').text\n        except:\n            watchers_sold = None\n\n        if item.select_one('.s-item__etrs-badge-seller') is not None:\n            top_rated = True\n        else:\n            top_rated = False\n\n        try:\n            bid_count = item.select_one('.s-item__bidCount').text\n        except:\n            bid_count = None\n\n        try:\n            bid_time_left = item.select_one('.s-item__time-left').text\n        except:\n            bid_time_left = None\n\n        try:\n            reviews = item.select_one('.s-item__reviews-count span').text.split(' ')&#91;0]\n        except:\n            reviews = None\n\n        try:\n            exctention_buy_now = item.select_one('.s-item__purchase-options-with-icon').text\n        except:\n            exctention_buy_now = None\n\n        try:\n            price = item.select_one('.s-item__price').text\n        except:\n            price = None\n\n        data.append({\n            'item': {'title': title, 'link': link, 'price': price},\n            'condition': condition,\n            'top_rated': top_rated,\n            'reviews': reviews,\n            'watchers_or_sold': watchers_sold,\n            'buy_now_extention': exctention_buy_now,\n            'delivery': {'shipping': shipping, 'location': location},\n            'bids': {'count': bid_count, 'time_left': bid_time_left},\n        })\n\n    # This will print the output in the terminal if you don't want that commit this line below\n    print(json.dumps(data, indent = 2, ensure_ascii = False))\n\n    # Output the data in json file\n    with open('listing.json', 'w') as file_obj:\n        json.dump(data,file_obj)\n\nif __name__ == \"__main__\":\n    ebay_serach_result_pages_result()<\/strong>\n\n\n<\/code><\/pre>\n\n\n\n<h2 class=\"gb-headline gb-headline-1093936c gb-headline-text\">eBay Scraper Run Results<\/h2>\n\n\n\n<p>Here is the example run for &#8220;<strong>iPhone 13 Pro<\/strong>&#8221; product search and i have just listed couple products response only, otherwise , it will be too long.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>{\n    \"item\": {\n      \"title\": \"Shop on eBay\",\n      \"link\": \"https:\/\/ebay.com\/itm\/123456?hash=item28caef0a3a:g:E3kAAOSwlGJiMikD&amp;amdata=enc%3AAQAHAAAAsJoWXGf0hxNZspTmhb8%2FTJCCurAWCHuXJ2Xi3S9cwXL6BX04zSEiVaDMCvsUbApftgXEAHGJU1ZGugZO%2FnW1U7Gb6vgoL%2BmXlqCbLkwoZfF3AUAK8YvJ5B4%2BnhFA7ID4dxpYs4jjExEnN5SR2g1mQe7QtLkmGt%2FZ%2FbH2W62cXPuKbf550ExbnBPO2QJyZTXYCuw5KVkMdFMDuoB4p3FwJKcSPzez5kyQyVjyiIq6PB2q%7Ctkp%3ABlBMULq7kqyXYA\",\n      \"price\": \"$20.00\"\n    },\n    \"condition\": \"Brand New\",\n    \"top_rated\": false,\n    \"reviews\": null,\n    \"watchers_or_sold\": null,\n    \"buy_now_extention\": null,\n    \"delivery\": {\n      \"shipping\": null,\n      \"location\": null\n    },\n    \"bids\": {\n      \"count\": null,\n      \"time_left\": null\n    }\n  },\n  {\n    \"item\": {\n      \"title\": \"NEW SEAL Apple iPhone 13 Pro Max 256GB Graphite\/Blue (AT&amp;T\/CRICKET)\",\n      \"link\": \"https:\/\/www.ebay.com\/itm\/334542602686?epid=24049280232&amp;hash=item4de44b01be:g:0P0AAOSw-uVi2chs&amp;amdata=enc%3AAQAHAAAA4Nlb7WH6GsfvrCRTkhx%2FseyFEpa3bY1NcuruqI8Hl%2BMDIzWwQXbP86gdc1b0okY1878Mt8ILpPvbwOkRJeZrBH3e5%2B6eO4OO01vcqLiwT29jZIECDX56vksJUNn1LP5n3R0YosI58tRB1mkto9aEMsmuT56pZBCE%2B37TPXpQO8mdE1iEKqPeZQgcexQ%2BECDiy8EZLV6IMjQIhNYTk8XS6W1futhXpWBquoCoddSXuuRbayJs5QQFEjSazt0VAjWSiegESxTH59IkVwU457A54nKuF4i9gV2508nmVWf4ruaO%7Ctkp%3ABFBMjPrlofRg\",\n      \"price\": \"$999.00\"\n    },\n    \"condition\": \"Brand New\",\n    \"top_rated\": false,\n    \"reviews\": \"(3)\",\n    \"watchers_or_sold\": null,\n    \"buy_now_extention\": null,\n    \"delivery\": {\n      \"shipping\": \"+$33.44 shipping estimate\",\n      \"location\": \"from United States\"\n    },\n    \"bids\": {\n      \"count\": null,\n      \"time_left\": null\n    }\n  },\n  {\n    \"item\": {\n      \"title\": \"UNLOCK SERVICE all AT&amp;T Apple iPhone 13 12 11 pro max ProMax xs x s mini 8 7 6 5\",\n      \"link\": \"https:\/\/www.ebay.com\/itm\/295213557948?hash=item44bc1968bc:g:I3EAAOSw6k5jHldc&amp;amdata=enc%3AAQAHAAAA4Ob43v1DpNOU%2Fh96eHUyYCC9C6LQHFRoPFzQ71CfBVSh47UfkigHpsj5nTmQCwBV5Mlu1hMRaZluFlqwoiWpXESwdZatqoRYqm%2BnLAQD0haWozSGhZosIEv469QjLYRbYH9GDt0nAeVn81fDwefWg8HWD2imnO4mp0IeAwWRRlBp0wQ%2BU1vRoMVyEG%2B3UpPcdr3sJY4lMJV%2BTxSL105sNagE%2FnF%2BvDmgHE8EpwmJZfPgeKE8VxcGZYnVyhY8Qehljyx%2Frik0jyMmuBYqUBUz6hOIm1R1TwM4CE%2Fz583O67Er%7Ctkp%3ABFBMjPrlofRg\",\n      \"price\": \"$6.99\"\n    },\n    \"condition\": \"Brand New\",\n    \"top_rated\": false,\n    \"reviews\": null,\n    \"watchers_or_sold\": null,\n    \"buy_now_extention\": null,\n    \"delivery\": {\n      \"shipping\": \"Free International Shipping\",\n      \"location\": \"from United States\"\n    },\n    \"bids\": {\n      \"count\": null,\n      \"time_left\": null\n    }\n  },<\/strong><\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<h3><strong>Get eBay listing data in the JSON format<\/strong><\/h3>\n\n\n\n<p>This python code fetch and put the data in the JSON file format Because this is easily readable and can be imported to any application or visualization software.<\/p>\n\n\n\n<p>The data points it will provide you are there:<\/p>\n\n\n\n<p><strong>Title:&nbsp;<\/strong>It is the title of the product<\/p>\n\n\n\n<p><strong>Link:&nbsp;<\/strong>Direct link to the product listed<\/p>\n\n\n\n<p><strong>Condition<\/strong>: It shows you the product condition&nbsp;<a href=\"https:\/\/www.ebay.com\/help\/selling\/listings\/creating-managing-listings\/item-conditions-category?id=4765\" target=\"_blank\" rel=\"noreferrer noopener\">check more here<\/a>.<\/p>\n\n\n\n<p><strong>Top-Rated:<\/strong>&nbsp;If it is top rated, then&nbsp;<strong>True&nbsp;<\/strong>else,&nbsp;<strong>False<\/strong><\/p>\n\n\n\n<p><strong>Reviews:<\/strong>&nbsp;Number of reviews on the product listing<\/p>\n\n\n\n<p><strong>watchers_or_sold:<\/strong>&nbsp;Number of people watching and sold.<\/p>\n\n\n\n<p><strong>buy_now_extention:<\/strong>&nbsp;It shows two options: Buy It Now or Null<\/p>\n\n\n\n<p><strong>delivery:<\/strong><\/p>\n\n\n\n<p><strong>&nbsp;shipping:<\/strong>&nbsp;Shipping fee estimated<\/p>\n\n\n\n<p><strong>&nbsp;location:&nbsp;<\/strong>Where the product seller is located<\/p>\n\n\n\n<p><strong>bids<\/strong><\/p>\n\n\n\n<p><strong>&nbsp;count:&nbsp;<\/strong>Number of bidders<\/p>\n\n\n\n<p><strong>&nbsp;time_left:&nbsp;<\/strong>Time left for the product auction<\/p>\n\n\n\n<h3>Wrap Up:<\/h3>\n\n\n\n<p>&nbsp;In this article, we covered how to scrape eBay by using Python with Private Proxies. We also looked at how to use the BeautifulSoup library to parse HTML pages and extract data from them. We provide you a <a href=\"https:\/\/proxy-hub.com\/buy-proxy\/\" target=\"_blank\" rel=\"noreferrer noopener\">ebay proxies<\/a> solution as well reach us at <a href=\"mailto:sales@proxy-hub.com\">sales@proxy-hub.com<\/a> or live support.<\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":924,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[16],"tags":[48,46,47],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.11 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Scrape eBay Listing with Proxy server 2022 - Proxy-Hub Blog<\/title>\n<meta name=\"description\" content=\"Looking for a way to get ahead on eBay? Check out this guide on how to use proxies to scrape data and get the information you need to win!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/proxy-hub.com\/blog\/how-to-scrape-ebay-listing-with-proxy-server-2022\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Scrape eBay Listing with Proxy server 2022 - Proxy-Hub Blog\" \/>\n<meta property=\"og:description\" content=\"Looking for a way to get ahead on eBay? 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